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Project Orchestrator acts as a master coordinator for AI-native development, streamlining the complex transition from a concept to a functional codebase. It manages a structured seven-phase workflow that covers market research, technology stack selection with cost analysis, comprehensive documentation generation (including PLANNING.md and TASK.md), and automated environment initialization. By automating the 'blank page' phase of development, it ensures projects are set up with consistent rules, real data sources, and industry best practices, allowing developers to focus immediately on core feature implementation.